Sublime Security high experimental mql
Link: HR impersonation with suspicious domain indicators and credential theft
Detects messages impersonating HR departments containing many links with malformed domains, suspicious TLD patterns, and credential theft language detected through URL analysis.
Detection Logic
type.inbound
// high number of links
and length(body.links) > 20
// hr-related subject or sender
and (
regex.icontains(sender.display_name, "\\bhr\\b")
or strings.icontains(sender.display_name, "human resources")
or strings.icontains(sender.display_name, "employee relation")
or regex.icontains(subject.subject, "sal[ai1l
| ]r[i1l
| ]es")
or regex.icontains(subject.subject, "hr__.{0,30}")
or regex.icontains(subject.subject, "work.{0,5}hours")
or regex.icontains(subject.subject,
"instant:.{0,20}(salaries
| salary
| changed
| update)"
)
or strings.icontains(body.current_thread.text, "vacation plan")
)
// suspect domain irregularities (like www.,company.com)
and any(body.links,
(
// malformed domains with comma variations
regex.icontains(.display_text, "www.?,")
// multiple consecutive dots
or regex.icontains(.display_text, "\\.{2,}")
// comma in domain position
or regex.icontains(.display_text, "\\.,")
// suspicious TLD patterns that might be typosquatting
or regex.icontains(.display_text, "\\.(tu
| cg
| mv
| tk
| 3v
| ct
| jh)/")
// random characters in TLD position
or regex.icontains(.display_text,
"\\.[a-z0-9]{1,3}/[a-z0-9]+/[a-z0-9]+/"
)
// URLs that contain obvious credential theft terms in the path
or regex.icontains(.display_text,
"/(sal[ai1l
| ]r[i1l
| ]es
| login
| auth
| verify
| portal
| payment)/"
)
)
and .visible == true
and any(ml.nlu_classifier(beta.ocr(ml.link_analysis(.).screenshot).text).intents,
.name == "cred_theft" and .confidence == "high"
)
)
// exclusions for legitimate sources
and not any(ml.nlu_classifier(body.current_thread.text).topics,
.name in (
"Security and Authentication",
"Secure Message",
"Newsletters and Digests",
"Entertainment and Sports"
)
and .confidence in ("medium", "high")
)
// exclude messages with a bunch of previous corrospondance
and not length(body.previous_threads) > 5 Field Validations
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